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Jan, 2020
卷积神经网络作为视觉系统模型：过去、现在和未来
Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future
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Grace W. Lindsay
TL;DR
本综述介绍了卷积神经网络（CNN）在计算神经科学中作为良好模型的特征，以及这些模型如何在理解和实验生物视觉方面提供启示，并讨论了在基本物体识别之外的视觉研究中使用CNN的新兴机会。
Abstract
convolutional neural networks
(CNNs) were inspired by early findings in the study of
biological vision
. They have since become successful tools in computer vision and state-of-the-art models of both neural activi
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